Bridging AI and human workflows

Practical design patterns, checklists, and templates to combine AI recommendations with human review while preserving traceability and reproducibility in research workflows.

Toolbox

AI Assistant Prompt Library for Research Tasks

A practical, safety-focused library of reusable prompt patterns for literature review, experimental planning, code assistance, and data exploration — with expected outputs, validation checks, traceability practices, and a short governance checklist for when to require human review.

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Framework

AI in research — responsible decision & validation framework

A practical, step-by-step framework to decide where AI adds value in research, validate model outputs, document model use in reproducible workflows, and manage risk throughout an AI-enabled research lifecycle.

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